Meta-optic accelerators for object classification

Hanyu Zheng; Quan Liu; You Zhou; Ivan I. Kravchenko; Yuankai Huo; Jason Valentine

doi:10.1364/FLATOPTICS.2023.FTu2G.2

Meta-optic accelerators for object classification

Hanyu Zheng
, Quan Liu
, You Zhou
, Ivan I. Kravchenko
, Yuankai Huo
, Jason Valentine

Nanofabrication Research Laboratory

Research output: Contribution to conference › Paper › peer-review

Abstract

A meta-optic platform for accelerating object classification is demonstrated. End-to-end design is used to co-optimize the optical and digital systems resulting in high-speed classifiers that are demonstrated for handwritten MNIST digits.

Original language	English
DOIs	https://doi.org/10.1364/FLATOPTICS.2023.FTu2G.2
State	Published - 2023
Event	2023 Flat Optics: Components to Systems, FLatOptics 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023 - Boston, United States Duration: Aug 14 2023 → Aug 17 2023

Conference

Conference	2023 Flat Optics: Components to Systems, FLatOptics 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023
Country/Territory	United States
City	Boston
Period	08/14/23 → 08/17/23

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10.1364/FLATOPTICS.2023.FTu2G.2

Cite this

@conference{d268bde0c1f54348a169ff9ed6c88930,

title = "Meta-optic accelerators for object classification",

abstract = "A meta-optic platform for accelerating object classification is demonstrated. End-to-end design is used to co-optimize the optical and digital systems resulting in high-speed classifiers that are demonstrated for handwritten MNIST digits.",

author = "Hanyu Zheng and Quan Liu and You Zhou and Kravchenko, \{Ivan I.\} and Yuankai Huo and Jason Valentine",

note = "Publisher Copyright: {\textcopyright} 2023 The Author(s).; 2023 Flat Optics: Components to Systems, FLatOptics 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023 ; Conference date: 14-08-2023 Through 17-08-2023",

year = "2023",

doi = "10.1364/FLATOPTICS.2023.FTu2G.2",

language = "English",

}

Zheng, H, Liu, Q, Zhou, Y, Kravchenko, II, Huo, Y & Valentine, J 2023, 'Meta-optic accelerators for object classification', Paper presented at 2023 Flat Optics: Components to Systems, FLatOptics 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023, Boston, United States, 08/14/23 - 08/17/23. https://doi.org/10.1364/FLATOPTICS.2023.FTu2G.2

TY - CONF

T1 - Meta-optic accelerators for object classification

AU - Zheng, Hanyu

AU - Liu, Quan

AU - Zhou, You

AU - Kravchenko, Ivan I.

AU - Huo, Yuankai

AU - Valentine, Jason

PY - 2023

Y1 - 2023

N2 - A meta-optic platform for accelerating object classification is demonstrated. End-to-end design is used to co-optimize the optical and digital systems resulting in high-speed classifiers that are demonstrated for handwritten MNIST digits.

AB - A meta-optic platform for accelerating object classification is demonstrated. End-to-end design is used to co-optimize the optical and digital systems resulting in high-speed classifiers that are demonstrated for handwritten MNIST digits.

UR - https://www.scopus.com/pages/publications/85192529597

U2 - 10.1364/FLATOPTICS.2023.FTu2G.2

DO - 10.1364/FLATOPTICS.2023.FTu2G.2

M3 - Paper

AN - SCOPUS:85192529597

T2 - 2023 Flat Optics: Components to Systems, FLatOptics 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023

Y2 - 14 August 2023 through 17 August 2023

ER -

Meta-optic accelerators for object classification

Abstract

Conference

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